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    » On demand classification of data streams
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    CIDM
    2007
    IEEE
    75views Artificial Intelligence» more  CIDM 2007»
    A Prototype-driven Framework for Change Detection in Data Stream Classification
    15 years 6 months ago
    A Prototype-driven Framework for Change Detection in Data Stream Classification
    Download  www.cse.msu.edu
    This paper presents a prototype-driven framework for classifying evolving data streams. Our framework uses cluster prototypes to summarize the data and to determine whether the cur...
    Hamed Valizadegan, Pang-Ning Tan
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    KAIS
    2006
    44views more  KAIS 2006»
    Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
    14 years 11 months ago
    Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
    Download  www.cs.uvm.edu
    Xingquan Zhu, Xindong Wu, Ying Yang
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    EDBT
    2009
    ACM
    92views Database» more  EDBT 2009»
    Indexing density models for incremental learning and anytime classification on data streams
    15 years 4 months ago
    Indexing density models for incremental learning and anytime classification on data streams
    Download  www.edbt.org
    Thomas Seidl, Ira Assent, Philipp Kranen, Ralph Kr...
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    MTA
    2007
    79views more  MTA 2007»
    Segmentation and recognition of motion capture data stream by classification
    14 years 11 months ago
    Segmentation and recognition of motion capture data stream by classification
    Download  multimedia.utdallas.edu
    Chuanjun Li, Punit R. Kulkarni, B. Prabhakaran
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    AUSAI
    2006
    Springer
    105views Artificial Intelligence» more  AUSAI 2006»
    Voting Massive Collections of Bayesian Network Classifiers for Data Streams
    15 years 3 months ago
    Voting Massive Collections of Bayesian Network Classifiers for Data Streams
    Download  www.cs.waikato.ac.nz
    Abstract. We present a new method for voting exponential (in the number of attributes) size sets of Bayesian classifiers in polynomial time with polynomial memory requirements. Tra...
    Remco R. Bouckaert
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